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Individualised electrophysiological neural field models for the assessment of thalamocortical function in disorders of consciousness: A multicentre study.
PLOS Computational Biology · · Journal Article
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Abstract ↗AI summary
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Reduced corticothalamic integrity in disorders of consciousness is more pronounced in 203 UWS patients than in 270 MCS patients, captured by a corticothalamic neural field model fitted to high-density EEG.
- Why it matters: Distinguishing limited awareness in minimally conscious state from complete unawareness in unresponsive wakefulness syndrome remains difficult, limiting mechanistic assessment of thalamocortical function.
- What they did: The study fitted a biophysically informed corticothalamic neural field model to high-density EEG from two independent multicentre datasets, then simulated per-subject EEG and compared empirical versus simulated complexity metrics.
- The result: The model reproduced spectral and complexity patterns, and permutation entropy emerged as a sensitive marker distinguishing MCS from UWS for both real and simulated time series.
The findingWhy it mattersWhat they didThe result